Cooptimized Sensing and Sole Mechanics Enable Embodied‐Intelligence Design of User‐Specific Smart Footwear

Research in embodied intelligence has proven that the embodiment of a system, its physical structure and morphology, shapes how it senses and processes information. Here, we introduce an embodied codesign framework for user‐centric wearables and apply it to the design of smart footwear. The pipeline jointly optimizes mechanical and sensing properties of the 3D printed lattice sole for efficient and effective plantar pressure monitoring. The result is a customized wearable device with tuned regional properties and minimal onboard sensing capable of real‐time centre‐of‐pressure tracking in line with commercial pressure plate devices while reducing sensor count and energy demand. Furthermore, our embodied codesign improves sensitivity by 52% with respect to uniform stiffness state‐of‐the‐art design approaches, demonstrating how cooptimizing structure and sensing can transform wearables into morphologically intelligent systems, paving the way toward predictive, energy‐efficient, and personalized health monitoring.

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Publication Details

Journal
Advanced Intelligent Systems
Published
2026-06-09
DOI
https://doi.org/10.1002/aisy.70452
Primary Topic
Advanced Sensor and Energy Harvesting Materials
Type
article
Field-Weighted Citation Impact
0.00

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article

Cooptimized Sensing and Sole Mechanics Enable Embodied‐Intelligence Design of User‐Specific Smart Footwear

Perla Maiolino, Marco Pontin, Fengyu Zhong, Amy Zavatsky
Advanced Intelligent Systems
Advanced Sensor and Energy Harvesting Materials
article

Cooptimized Sensing and Sole Mechanics Enable Embodied‐Intelligence Design of User‐Specific Smart Footwear

Perla Maiolino, Marco Pontin, Fengyu Zhong, Amy Zavatsky
article en

Abstract

Research in embodied intelligence has proven that the embodiment of a system, its physical structure and morphology, shapes how it senses and processes information. Here, we introduce an embodied codesign framework for user‐centric wearables and apply it to the design of smart footwear. The pipeline jointly optimizes mechanical and sensing properties of the 3D printed lattice sole for efficient and effective plantar pressure monitoring. The result is a customized wearable device with tuned regional properties and minimal onboard sensing capable of real‐time centre‐of‐pressure tracking in line with commercial pressure plate devices while reducing sensor count and energy demand. Furthermore, our embodied codesign improves sensitivity by 52% with respect to uniform stiffness state‐of‐the‐art design approaches, demonstrating how cooptimizing structure and sensing can transform wearables into morphologically intelligent systems, paving the way toward predictive, energy‐efficient, and personalized health monitoring.

Advanced Intelligent Systems
Science Oxford (GB)
Engineering and Physical Sciences Research Council
Affordable and clean energy
Openalex Percentile: Top 11%
Advanced Sensor and Energy Harvesting Materials
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Cooptimized Sensing and Sole Mechanics Enable Embodied‐Intelligence Design of User‐Specific Smart Footwear — Perla Maiolino, Marco Pontin, et al. · Advanced Intelligent Systems (2026) | TGRS Research Map | TGRS